使用 Sentence Transformers 打造智慧歌單生成器
Hugging Face Blog1,477 days agoTutorialAs natural language processing (NLP) technology has advanced, semantic search has become a cornerstone of modern recommendation systems. The official Hugging…
介紹全球最大的開源多語言大語言模型：BLOOM★ 75
Hugging Face Blog1,478 days agoReleaseIn July 2022, Hugging Face and the BigScience collaborative community officially released BLOOM (BigScience Large Open-science Open-access Multilingual…
啟航！如何開始你的第一個機器學習專案 🚀
Hugging Face Blog1,491 days agoTutorialThis official blog post from Hugging Face aims to provide ML beginners with a clear, approachable entry point into the field. In the past, starting an ML…
使用 DeepSpeed 與 Hugging Face Accelerate 加速超大型模型訓練★ 75
Hugging Face Blog1,492 days agoTutorialThis official Hugging Face blog post provides a detailed walkthrough of how to combine the `Accelerate` library with Microsoft's `DeepSpeed` deep learning…
Hugging Face 推出「Evaluation on the Hub」：一鍵免程式碼評估 AI 模型效能
Hugging Face Blog1,492 days agoNew ToolHugging Face has announced a new feature called "Evaluation on the Hub," designed to eliminate the cumbersome steps typically involved in evaluating machine…
Hugging Face 向量嵌入（Embeddings）入門指南★ 75
Hugging Face Blog1,497 days agoTutorialThis classic blog post from Hugging Face is an essential introductory guide for understanding vector embeddings — the foundational technology underlying modern…
使用 Hugging Face Optimum 將 Transformers 模型轉換為 ONNX 格式
Hugging Face Blog1,498 days agoTutorialWhen deploying Transformer models in production, latency and throughput are typically the key factors determining the quality of the user experience. ONNX…
Intel 與 Hugging Face 達成合作，共同推動機器學習硬體加速普及化
Hugging Face Blog1,505 days agoReleaseIntel and Hugging Face announced a significant long-term partnership aimed at making machine learning hardware acceleration accessible to developers worldwide…
機器學習主管洞察【第三篇：金融專題】— 探討 Transformer 與 NLP 在金融業的落地挑戰
Hugging Face Blog1,506 days agoOpinionHugging Face's "Director of Machine Learning Insights" series aims to capture the authentic perspectives of ML leaders across industries. In the third…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,513 days agoTutorialThis classic blog post from Hugging Face, "The Annotated Diffusion Model," is an essential guide for learning about generative AI image synthesis. Modeled…
無需真實數據的高效表格預訓練：TAPEX 概念與 Hugging Face 整合介紹
Hugging Face Blog1,528 days agoReleaseWhen working with structured data such as tables, traditional pre-trained models typically require crawling large amounts of real-world tables and related text…
Sempre Health 如何利用 Hugging Face 專家加速計畫（EAP）推進其機器學習發展藍圖
Hugging Face Blog1,532 days agoBusinessSempre Health is a healthcare technology company dedicated to improving patient medication adherence and drug affordability. They primarily interact with…
機器學習專家訪談：Sasha Luccioni 談 AI 的碳足跡與永續發展
Hugging Face Blog1,534 days agoOpinionThis interview profiles Sasha Luccioni, a research scientist at Hugging Face whose work centers on measuring and reducing the environmental impact of…
Hugging Face 宣布推出 Fellowship 獎學金計畫，資助開源 AI 研究與開發
Hugging Face Blog1,534 days agoReleaseHugging Face has announced the launch of its new "Fellowship Program," a major initiative aimed at democratizing artificial intelligence and strongly…
機器學習主管的洞察：第二部分【SaaS 篇】
Hugging Face Blog1,538 days agoOpinionThis in-depth feature from Hugging Face interviews multiple industry experts serving as Directors of Machine Learning at prominent SaaS (Software-as-a-Service)…
使用 Optimum 與 Transformers Pipelines 加速模型推論★ 75
Hugging Face Blog1,541 days agoReleaseWhen deploying Transformer models in production, reducing inference latency and increasing throughput while keeping computational costs under control has…
Hugging Face 完成 1 億美元 C 輪融資，致力推動開源與協作式機器學習★ 75
Hugging Face Blog1,542 days agoBusinessOpen-source AI platform Hugging Face has announced the successful close of a $100 million Series C funding round. The round was led by Lux Capital, attracting…
Hugging Face 深度強化學習（Deep RL）入門指南與核心概念解析★ 75
Hugging Face Blog1,547 days agoTutorialThis article is the introductory first chapter of the official Hugging Face "Deep Reinforcement Learning Course." With the widespread adoption of RLHF…
使用 PyTorch Fully Sharded Data Parallel (FSDP) 加速超大型模型訓練★ 75
Hugging Face Blog1,549 days agoReleaseAs AI model scale has grown exponentially, training large models with billions of parameters has become the norm — but this also presents enormous hardware…
使用 Kili 與 Hugging Face AutoTrain 進行輿情分類 (Opinion Classification)
Hugging Face Blog1,553 days agoTutorialIn machine learning and natural language processing (NLP) projects, high-quality annotated data and efficient model training are the two cornerstones of…
Hugging Face 機器學習主管洞察：從原型到生產環境的挑戰與趨勢
Hugging Face Blog1,554 days agoOpinionThis blog post published by Hugging Face in 2022 takes an in-depth look at the challenges, technology trends, and management insights that enterprise Directors…
在 Intel Habana Gaudi 上開始使用 Transformers 入門指南
Hugging Face Blog1,555 days agoTutorialThis blog post introduces a collaboration between Hugging Face and Intel's Habana Labs, aimed at simplifying the process of training large Transformer models…
利用機器學習升級客服系統：Hugging Face 的實務指南
Hugging Face Blog1,556 days agoTutorialIn today's business environment, customer service is a critical pillar for maintaining client relationships and brand reputation. Yet customer service teams…
Hugging Face 推出教育計劃 Hugging Face for Education：助力機器學習教學與學術社群
Hugging Face Blog1,556 days agoReleaseHugging Face has officially launched "Hugging Face for Education," an educational initiative designed to lower the barrier to learning machine learning (ML)…
CO2 排放與 🤗 Hub：引領綠色 AI 的減碳行動
Hugging Face Blog1,559 days agoReleaseOn Earth Day 2022, the Hugging Face official blog published this landmark article announcing a new feature on the Hugging Face Hub designed to address the…
機器學習專家專訪：Hugging Face 工程師與《Transformers》暢銷書作者 Lewis Tunstall
Hugging Face Blog1,568 days agoOpinionIn this installment of Hugging Face's "Machine Learning Experts" interview series, the spotlight is on Lewis Tunstall, a senior machine learning engineer at…
機器學習專家專訪：Hugging Face 首席倫理科學家 Margaret Mitchell
Hugging Face Blog1,589 days agoOpinionThis in-depth interview explores the career trajectory, academic background, and vision for AI ethics held by Margaret Mitchell, Chief Ethics Scientist at…
Hugging Face 宣布推出 🤗 AI 研究駐點計畫 (AI Research Residency Program)
Hugging Face Blog1,590 days agoReleaseHugging Face has announced the launch of a new "AI Research Residency Program," an innovative initiative designed to democratize open-source AI research and…
使用 🤗 Datasets 進行圖像搜尋
Hugging Face Blog1,596 days agoTutorialIn the field of computer vision, image search (also known as image-to-image search) is a core technology. Hugging Face's official blog provides a detailed…
使用 Constrained Beam Search（受約束的束搜索）引導 🤗 Transformers 的文本生成★ 70
Hugging Face Blog1,601 days agoTutorialIn natural language generation (NLG) tasks, precisely controlling a model's output has always been a major challenge. Traditional decoding strategies like…